Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-05-11 1.100201 1.336030 1.637544 2.063343 2.670726 3.544124 4.977756
2025-05-18 0.798863 1.061827 1.450289 2.109481 3.311715 5.728231 12.337700
2025-05-25 0.655549 0.924396 1.362791 2.216711 4.136941 9.584284 40.961129
2025-06-01 0.552211 0.809151 1.256806 2.219384 4.776366 14.864894 210.403962
2025-06-08 0.471479 0.708503 1.140223 2.135479 5.137906 21.119694 7583.538862
2025-06-15 0.429211 0.663343 1.111833 2.234557 6.221180 40.298491 NaN
2025-06-22 0.388638 0.612758 1.058030 2.244205 7.057448 75.344767 NaN
2025-06-29 0.350959 0.561045 0.989236 2.182234 7.546905 134.758089 NaN
2025-07-06 0.321477 0.520502 0.935917 2.143966 8.170589 300.769234 NaN
2025-07-13 0.309738 0.512578 0.953848 2.339837 10.811133 17061.455976 NaN
2025-07-20 0.294845 0.495991 0.947583 2.455109 13.469206 NaN NaN
2025-07-27 0.276339 0.469507 0.911654 2.445508 15.109894 NaN NaN
2025-08-03 0.255898 0.437255 0.857005 2.346274 15.606910 NaN NaN
2025-08-10 0.243614 0.421118 0.841446 2.404719 18.889508 NaN NaN
2025-08-17 0.234886 0.411594 0.841529 2.535260 25.020164 NaN NaN
2025-08-24 0.223093 0.394003 0.816425 2.538621 29.161110 NaN NaN
2025-08-31 0.209569 0.371289 0.773556 2.436854 29.913314 NaN NaN
2025-09-07 0.203244 0.364172 0.773763 2.557092 40.980099 NaN NaN
2025-09-14 0.194736 0.351245 0.755028 2.568827 49.403653 NaN NaN
2025-09-21 0.184991 0.334664 0.723184 2.493537 52.462200 NaN NaN
2025-09-28 0.176699 0.320849 0.697898 2.447138 58.014346 NaN NaN
2025-10-05 0.174802 0.321821 0.717587 2.685386 109.871639 NaN NaN
2025-10-12 0.170886 0.317615 0.720577 2.826470 193.300730 NaN NaN